gopls-mcp

gopls-mcp.org

gopls-mcp is a Model Context Protocol (MCP) server that integrates the Go Language Server (gopls) to provide deterministic, compiler-backed code analysis for Large Language Models. It enables AI agents to perform precise semantic operations such as symbol resolution, build checks, and call hierarchy tracing, replacing error-prone text search with accurate context. This tool reduces token consumption and latency while preserving the attention span of LLM-based coding assistants.

LLM mention score The LLM mention score is the total number of mentions of this brand in different LLM chatbots, normalized to the scale from 0 to 100. You can get actual, non-normalized numbers via the LLM Mention API from DataForSEO.

Normalized 0–100 · last 8 weeks

DataForSEO API

Get LLM mention data of any company via DataForSEO API

Get access to the structured data on keyword, brand, and website mentions in LLMs, including metrics like AI search volume, impressions, and mentions count. 

How to get LLM mention data →
// Fetch gopls-mcp mentions
POST v3/ai_optimization/llm_mentions/search/live
[
    {
        "target": [
            {
                "keyword": "gopls-mcp",
                "search_scope": ["any"]
            }
        ],
        "platform": "chat_gpt",
        "order_by" : ["ai_search_volume,desc"]
    }
]